Alternatives and similar repositories for FedRep:

Users that are interested in FedRep are comparing it to the libraries listed below

• TsingZ0 / FedTGP
  AAAI 2024 accepted paper, FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heter…
  ☆48Updated 3 months ago
• LipingYi / FedGH
  FedGH: Heterogeneous Federated Learning with Generalized Global Header (MM'23)
  ☆14Updated last year
• sjtudyq / FedConcat
  Exploiting Label Skew in Federated Learning with Model Concatenation (AAAI 2024)
  ☆14Updated last year
• CGCL-codes / pFedSD
  The implementation of "Personalized Edge Intelligence via Federated Self- Knowledge Distillation".
  ☆29Updated 2 years ago
• JianXu95 / FedPAC
  Simplified Implementation of FedPAC
  ☆55Updated last year
• Yutong-Dai / FedNH
  Code release for Tackling Data Heterogeneity in Federated Learning with Class Prototypes appeared on AAAI2023.
  ☆42Updated 2 years ago
• cugzj / KT-pFL
  ☆33Updated 3 years ago
• ceh-2000 / fed_cvae
  Code for novel methods for one-shot Federated Learning under high statistical heterogeneity.
  ☆17Updated last year
• MuXutong / FedProc
  ☆12Updated last year
• YMJS-Irfan / DP-FedSAM
  This repository contains the official implementation for the manuscript: Make Landscape Flatter in Differentially Private Federated Lear…
  ☆47Updated last year
• lapisrocks / fedselect
  [CVPR 2024] Official Repository for "FedSelect: Personalized Federated Learning with Customized Selection of Parameters for Fine-Tuning"
  ☆21Updated 4 months ago
• CGCL-codes / FedGKD
  ☆23Updated 2 years ago
• Carkham / FLHetBench
  (CVPR 2024) FLHetBench: Benchmarking Device and State Heterogeneity in Federated Learning
  ☆14Updated 9 months ago
• tmlr-group / FedFed
  [NeurIPS 2023] "FedFed: Feature Distillation against Data Heterogeneity in Federated Learning"
  ☆18Updated last year
• YongzheJia / FedLPS
  ☆11Updated last year
• yuetan031 / FedPCL
  [NeurIPS'22 Spotlight] Federated Learning from Pre-Trained Models: A Contrastive Learning Approach
  ☆42Updated last year
• zhenqincn / FedAPEN
  This repository contains the official implementation of the paper entitled with "FedAPEN: Personalized Cross-silo Federated Learning with…
  ☆12Updated last year
• meng1103 / Federated-Learning-Non-IID
  Federated Learning Algorithm (Pytorch) : FedAvg, FedProx, MOON, SCAFFOLD, FedDyn
  ☆25Updated 4 months ago
• yxdyc / pFedGate
  ☆26Updated last year
• dunzeng / StoCFL
  Code for paper - Stochastic Clustered Federated Learning
  ☆10Updated 11 months ago
• MingzhaoYang / FedDISC
  The pytorch code of FedDISC (Federated Diffusion-Inspired Semi-supervised Co-training method)
  ☆6Updated last year
• leondada / FedAPT
  ☆14Updated last year
• haozzh / FedCR
  ☆20Updated last year
• CityChan / Federated-Hyper-Knowledge-Distillation
  This is an official implementation for the ICLR2023 paper "The Best of Both Worlds: Accurate Global and Personalized Models through Feder…
  ☆15Updated 3 weeks ago
• haozhaowang / DaFKD2023
  Code for CVPR2023 DaFKD : Domain-aware Federated Knowledge Distillation
  ☆27Updated last year
• YuchenLiu-a / byzantine-gas
  Official Implementation of ICML'23 "Byzantine-Robust Learning on Heterogeneous Data via Gradient Splitting".
  ☆14Updated last year
• FangXiuwen / Robust_FL
  ☆47Updated 2 months ago
• melodi-lab / divfl
  Diverse Client Selection for Federated Learning via Submodular Maximization
  ☆29Updated 2 years ago
• woodenchild95 / FL-Simulator
  Pytorch implementations of some general federated optimization methods.
  ☆39Updated 5 months ago
• omarfoq / knn-per
  Official code for "Personalized Federated Learning through Local Memorization" (ICML'22)
  ☆43Updated last year